Climate Protection in Transport: Need for Action in the Wake of the Paris Climate Agreement 97/2017 - Umweltbundesamt

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Climate Protection in Transport: Need for Action in the Wake of the Paris Climate Agreement 97/2017 - Umweltbundesamt
TEXTE

 97/2017

Climate Protection in
Transport: Need for Action
in the Wake of the Paris
Climate Agreement
Report as part of the project „Klimaschutzbeitrag des
Verkehrs 2050“ (Climate Change Mitigation in
Transport until 2050)
Climate Protection in Transport: Need for Action in the Wake of the Paris Climate Agreement 97/2017 - Umweltbundesamt
Climate Protection in Transport: Need for Action in the Wake of the Paris Climate Agreement 97/2017 - Umweltbundesamt
TEXTE 97/2017

Environmental Research of the
Federal Ministry for the
Environment, Nature Conservation,
Building and Nuclear Safety

Project No. (FKZ) 3712 45 100
Report No. (UBA-FB) 002355/ENG

Climate Protection in Transport – Need for
Action in the Wake of the Paris Climate
Agreement
Report as part of the project „Klimaschutzbeitrag des Verkehrs 2050“
(Climate Change Mitigation in Transport until 2050)

by

Fabian Bergk, Wolfram Knörr, Udo Lambrecht
ifeu - Institut für Energie- und Umweltforschung Heidelberg GmbH, Heidelberg
Edited by:
Dipl.-Ing. Christa Friedl, science journalist, Krefeld
Translation by:
Renate FitzRoy

On behalf of the German Environment Agency
Imprint

Publisher:
Umweltbundesamt
Wörlitzer Platz 1
06844 Dessau-Roßlau
Tel: +49 340-2103-0
Fax: +49 340-2103-2285
info@umweltbundesamt.de
Internet: www.umweltbundesamt.de

  /umweltbundesamt.de
  /umweltbundesamt

Study performed by:
ifeu - Institut für Energie- und Umweltforschung Heidelberg GmbH

Heidelberg

Study completed in:
June 2017

Edited by:
Section I 3.1 Environment and Transport
Martin Lambrecht, Annegret Zimmermann

Publication as pdf:
http://www.umweltbundesamt.de/publikationen

ISSN 1862-4804

Dessau-Roßlau, November 2017

The project underlying this report was financed by the Federal Ministry for the
Environment, Nature Conservation, Building and Nuclear safety under project
number FKZ 3712 45 100. The responsibility for the content of this publication
lies with the author(s).
UBA TEXTE Climate Change Mitigation in Transport until 2050

Table of Contents
Table of Contents ...................................................................................................................... 5
List of Illustrations .................................................................................................................... 6
List of Tables ............................................................................................................................ 6
List of Abbreviations ................................................................................................................. 7
1      Summary........................................................................................................................... 8
2      Introduction ...................................................................................................................... 9
3      The climate policy framework ............................................................................................... 9
       3.1          The Paris Agreement ............................................................................................. 9
       3.2          EU climate targets for 2030 .................................................................................. 11
       3.3          The German government’s Climate Action Plan 2050 ................................................ 11
       3.4          Reconciling the national mitigation targets with the temperature target ...................... 11
4      A roadmap towards greenhouse gas-neutral transport ........................................................... 15
       4.1          The greenhouse gas effect of the transport scenarios ............................................... 17
       4.2          Energy consumption in the transport scenarios ........................................................ 19
       4.3          Transport and energy transition go hand in hand ..................................................... 20
5      Options for action to mitigate transport emissions ................................................................. 21
       5.1          More efficiency for road vehicles ........................................................................... 21
       5.1.1            Cars and light commercial vehicles .................................................................................. 22
       5.1.2            Heavy goods vehicles (HGVs) ........................................................................................... 23
       5.2          Encouraging electromobility ................................................................................. 24
       5.2.1            Cars and light commercial vehicles .................................................................................. 24
       5.2.2            Heavy goods vehicles ....................................................................................................... 24
       5.3          Building a sustainable transport infrastructure......................................................... 25
       5.4          Phasing out environmentally damaging subsidies ..................................................... 26
       5.5          Distance-based road charging ............................................................................... 28
       5.5.1            Cars and light commercial vehicles .................................................................................. 28
       5.5.2            Heavy goods vehicles and buses ...................................................................................... 29
       5.6          Weighing up the options ...................................................................................... 29
6      List of references .............................................................................................................. 31

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UBA TEXTE Climate Change Mitigation in Transport until 2050

List of Illustrations
       Figure 1: Determining the global temperature goal and supporting sub-targets in the
                 Paris Agreement ................................................................................................ 10
       Figure 2: Comparison of accumulated CO2 emissions with the WBGU emissions budget
                 under the assumption that the Climate Action Plan 2050 targets will be met. ......... 14
       Figure 3: Target values for national transport and the trajectory of direct THG-
                 emissions in the UBA-scenarios (national transport) from 2010 to 2050 ................ 17
       Figure 4: Side-by-side representation of the available national emission budgets for
                 2°C and 1.5°C temperature rises and calculated transport emissions for the
                 2010 to 2050 period. ......................................................................................... 18
       Figure 5: Development of final energy consumption and electricity demand for the
                 entire transport sector in the Climate Protection and Climate Protection
                 Scenarios E+ ..................................................................................................... 20

List of Tables
       Table 1: Emission budgets for Germany 2010-2050, based on the WBGU budget
                approach and the global budget ......................................................................... 13
       Table 2: Summary of the most important results on GHG emission and final energy
                consumption in the transport’s contribution to climate protection 2050
                scenarios .......................................................................................................... 16
       Table 3: New registration quotas for electrical vehicles that would achieve a fleet
                enlargement to 12 million electrical vehicles by 2030 .......................................... 24
       Table 4: Investment according to FTIP 2030, divided into modes of transport and use ......... 25
       Table 5: Taxes for petrol and diesel, showing volume, energy and CO2 emissions as
                well as lost revenue through diesel tax breaks ..................................................... 27
       Table 6: Summary of main options for action and suggested Implementation Intensity
                by 2030 ............................................................................................................ 30

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UBA TEXTE Climate Change Mitigation in Transport until 2050

List of Abbreviations

 CO2                      Carbon dioxide
 COP                      Conference of the Parties
 EU-ETS                   EU Emissions Trading Scheme
 F-gases                  Fluorinated greenhouse gases
 FTIP                     Federal Transport Infrastructure Plan
 GHG                      Greenhouse gas
 HGV                      Heavy goods vehicle
 ICAO                     International Civil Aviation Organization
 IMO                      International Maritime Organization
 KSBV                     UBA-study Klimaschutzbeitrag des Verkehrs bis 2050 [UBA, 2016a]
 NDC                      Nationally Determined Contributions (in Paris-Agreement)
 NEDC                     New European Driving Cycle
 N2O                      Nitrous oxide (laughing gas)
 PJ                       Petajoule (energy measuring unit)
 PtG                      Power-to-Gas (any power-based gaseous fuels)
 PtL                      Power-to-Liquid (any power-based liquid fuels)
 RDE                      Real Driving Emissions
 TWh                      Terawatt hours (measuring units for energy)
 UNFCCC                   United Nations Framework Convention on Climate Change
 WLTP                     Worldwide Harmonized Light-Duty Vehicles Test Procedure

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UBA TEXTE Climate Change Mitigation in Transport until 2050

1       Summary
Transport is not only an indispensable part of our daily lives, but also one of the major sources of
greenhouse gases in Germany. What can be done to reduce greenhouse gas emissions from transport
in the short- and mid-term? How can transport become greenhouse gas-neutral in the long term? Are
Germany’s climate targets in the transport sector sufficiently ambitious?
This paper answers these questions. It describes what needs to be done in the coming years to
reconcile developments in the transport sector with the commitments of the Paris Climate
Agreement and the German government’s Climate Action Plan 2050. It suggests measures that
can help to achieve a quick and significant reduction in greenhouse gas emissions, ensuring that the
climate targets agreed upon in Paris could be met by Germany’s transport sector.
The Paris Agreement aims at limiting the rise of the earth’s average temperature to well below 2°C. In
the long term, only net zero emissions will be permitted. The implementation of the agreement poses
enormous challenges for all signatory states, as the global carbon budget is extremely limited if the
temperature target of 2°C is to be reached. Germany must reduce a major proportion of its emissions
even before 2030. However, the immediate need for action is not adequately reflected in the targets
set in the German Climate Action Plan or in the European framework for climate and energy policy. In
other words – Germany and the EU must significantly increase their efforts, and transport plays
a part in it.
When assessing the scenarios in the UBA-study Klimaschutzbeitrag des Verkehrs bis 2050 (German
abbr. KSBV; Climate Change Mitigation in Transport until 2050) [UBA, 2016a] it becomes clear that
the most ambitious Climate Protection Scenario “E+” contains a broad array of policy measures that
would come close to the transport target for 2030. However, looking at a realistic carbon budget that
would meet the 2°C target, transport would still be responsible for almost 40% of all emissions across
sectors. This would not leave enough leeway for other sectors to introduce realistic mitigation poli-
cies. Without rapid action in the transport sector, it will be almost impossible to adhere to the Paris
Climate Agreement. This means that existing instruments must be enforced more strictly and new in-
struments must be introduced. To meet the temperature target of the Paris Agreement, more ambi-
tious policies must be implemented in the transport sector, such as:
    ►    Stricter efficiency requirements for internal combustion engines, introduced by signifi-
         cantly stricter fleet target values for 2025 and 2030 as well as realistic test cycles;
    ►    Electrification of road vehicles by introducing a quota for electric vehicles in order to reach
         between 6 and 12 million electric vehicles on German roads;
    ►    Developing a sustainable transport infrastructure with clear price signals for all users:
         Flexible distance-based road charging creates incentives for a climate-friendly use of
         transport, while an ecomobility system that attracts more users depends on an effective infra-
         structure, especially for railways and bicycles.
    ►    Phasing out of environmentally harmful subsidies: This would free money that could be
         used for funding a transformation in the transport and energy sectors.

It is paramount when implementing the policy measures to focus on a rapid and comprehensive miti-
gation effect. We would like to emphasize that although the climate targets of the Paris Agreement
are very ambitious, the instruments to achieve them are available, but they must be implemented im-
mediately and consistently.

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UBA TEXTE Climate Change Mitigation in Transport until 2050

2       Introduction
The Paris Agreement of December 12th 2015 is considered to be a milestone in international climate
protection. It is an agreement of the 195 member states of the United Nations Framework Convention
on Climate Change (UNFCCC) and replaces the Kyoto Protocol. In the agreement, the signatory states
declare for the first time that their common concrete target is to limit the increase of the mean global
temperature well below 2°C compared to the pre-industrial age and if possible to 1.5°C. By the sec-
ond half of the century, global greenhouse gas emissions should not be higher than the amount taken
up and sequestered by biological and artificial sinks. Emissions would thus become net zero emis-
sions [UNFCCC, 2015a].
The targets of the Paris Agreement were adopted by the German government and became part of their
Climate Action Plan 2050. The Climate Action Plan also prescribes a mitigation target for the
transport sector. According to the plan, the sector must reduce its emissions by 40 to 42% by 2030
compared to 1990 [Bundesregierung, 2016].
This paper is investigating whether the climate policy targets for 2050 and 2030 respectively are
achievable and what conditions must be met. The evaluation is based on the Paris Agreement, the
climate protection targets of the EU and insights from the UBA-study Klimaschutzbeitrag des Verkehrs
bis 2050 [UBA, 2016a]. The authors conclude from their review that action is needed and describe
the options. The paper focuses on three key points:
    ►    the current climate policy framework and targets set by the Paris Agreement and the German
         government’s Climate Action Plan 2050.
    ►    an evaluation of the climate protection scenarios in the UBA-study Klimaschutzbeitrag des
         Verkehrs bis 2050 within this context, including the development of an action plan,
    ►    pointing out necessary options for action that could be implemented in the short or mid-term.

3       The climate policy framework
Climate protection requirements and climate targets exist at various levels: in the United Nations
Framework Convention on Climate Change (UNFCCC), the policy frameworks of the European Union
and several plans and concepts by the German government. They all have in common that they want
to achieve a significant reduction in greenhouse gases (GHG) to slow down global warming.

3.1        The Paris Agreement
In the Paris Agreement [UNFCCC, 2015a] of December 2015, all signatory states that ratified it recog-
nised “the need for an effective and progressive response to the urgent threat of climate change” [UN-
FCCC, 2015b]. As climate change is a long-term and complex phenomenon that cannot simply be
stopped, policy measures within the framework of the agreement include not only emission mitiga-
tion, but also steps towards adaptation to inevitable consequences of global warming. A special focus
is on the needs of the least developed countries.
National or sectoral targets can be derived from the following:
    ►    a global temperature target
    ►    an invitation to the agreement parties to introduce self-imposed nationally determined con-
         tributions (NDCs)
    ►    a procedure for reconciling the targets set in the NDCs with the global temperature goal and
         tightening them if necessary (ratchet or ambition mechanism)

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UBA TEXTE Climate Change Mitigation in Transport until 2050

Figure 1:              Determining the global temperature goal and supporting sub-targets in the Paris
                       Agreement

    "... Holding the increase in the global average temperature to well below 2°C above
    pre-industrial levels and pursuing efforts to limit the temperature increase to 1.5°C
      above pre-industrial levels, recognizing that this would significantly reduce the
             risks and impacts of climate change ..." ([UNFCCC, 2015b], Artcle 2)

                                                              "... to achieve a balance between anthropogenic
    "... aim to reach global peaking of greenhouse gas
                                                               emissions by sources and removals by sinks of
        emissions as soon as possible..." ([UNFCCC,
                                                                 greenhouse gases in the second half of this
                      2015b], Article 4)
                                                                    century..." ([UNFCCC, 2015b], Article 4)

Source: [UNFCCC, 2015a]

The Paris Agreement demands the redirection of finance flows towards climate-compatible invest-
ments and explicitly addresses non-governmental players. Investments should benefit the climate,
facilitate adaptations to the consequences of climate change and protect the least developed coun-
tries. Climate protection cannot be delivered without governmental funding. It was therefore decided
that from 2020, industrial countries will make $100 billion per annum available to developing coun-
tries for emission mitigation measures.
At the COP 22 Climate Conference in Marrakesh in November 2016, the agreement parties confirmed
the Paris decisions and initiated steps towards the concrete implementation of the agreement. The
centre piece for the implementation is the ‘rule book’, which lays down the implementation rules up
to 2018 and makes targets and plans of participating nations more transparent and comparable. 1 In
addition, 48 countries that have been particularly affected by climate change announced that they
would abandon fossil energy and switch their energy supply to 100% renewables as soon as possible.
The NDCs – in particular the national emission mitigation plans – play an important role in achieving
the climate goals in the Paris Agreement. They include two essential points – the temperature goal
well below 2°C and a trend reversal (peaking of emissions) in the near future. Their time horizon is
usually between 2025 and 2030. Germany is committed to the common NDC of the EU, which in-
cludes a GHG reduction by at least 40% compared to 1990 by 2030.
It depends on the individual countries how ambitious their NDCs are. A ratchet or ambition mecha-
nism has therefore been agreed between the countries and the UN Climate Secretariat, which
scrutinises the NDCs at regular five-year intervals and tightens them if necessary. National tar-
gets cannot be softened or loosened. It is hoped that this will help to close ambition gaps step by step.
The mid-term goals laid down in the NDCs will be complemented by long-term strategies developed
by the agreement parties, which aim at net zero emissions.

1   http://www.wri.org/news/2016/11/statement-cop22-marrakech-climate-negotiators-agree-roadmap-
       2018 (last accessed on 24.04.2017)
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UBA TEXTE Climate Change Mitigation in Transport until 2050

It is now becoming clear that it is easy to call for ambitious climate policies, but difficult to imple-
ment them. According to the current UNFCCC report evaluating the effect of NDCs, global GHG emis-
sions will not decrease with the current NDCs, but rise by 8 to 23% by 2030 compared to 2010. Com-
pared with the roadmaps for a maximum temperature rise by 2°C, emissions would exceed the ac-
ceptable maximum by 26 to 59% in 2030. [UNFCCC, 2016].

3.2         EU climate targets for 2030
The climate targets of the EU are reflected in the common NDC with a time horizon until 2030. The
NDC takes on board the three core targets of the European Climate and Energy Framework of 2014 –
reduction of greenhouse gas emissions by 40% compared to 1990, an increase of the proportion of
renewables in energy consumption to 27% and an increase in energy efficiency by 27% compared
with projected data.
The emission mitigation target is further subdivided. Sectors that are part of the EU Emissions Trad-
ing System (EU-ETS) must lower their emissions by 43% compared to 2005. Other sectors – includ-
ing the transport sector – must reduce their emissions by 30% compared to 2005. These com-
mitments are divided into national contributions from member states as part of the ‘Effort Sharing
Regulation.’ The Effort Sharing Regulation proposal of July 2016 obliges Germany to reduce its
greenhouse gas emissions in these sectors by 38% compared to 2005 2 levels by 2030. The
transport sector in Germany will have to deliver reductions of a similar order.

3.3         The German government’s Climate Action Plan 2050
The Paris Agreement is the first to set the goal that in the second half of the century, nations should
only generate net zero emissions. This would mean that the emission of greenhouse gases must be
balanced by a corresponding amount sequestered in biological and artificial sinks. The countries are
expected to work out long-term strategies. Germany was one of the first countries to present such a
concept – its Climate Action Plan 2050 – at the COP 22 in Marrakesh.
The targets in the Climate Action Plan are based on the German government’s energy concept of
2010. By 2030, an overall GHG mitigation target of 55% and 80 to 95% by 2050 (compared to
1990) have been set. In addition, Germany intends to become largely greenhouse gas- neutral by
2050. The Climate Action Plan means progress in two aspects: mid-term targets for 2030 are set that
seem to be achievable from today’s perspective, thus putting pressure on policy makers and industry.
The second important aspect of the Climate Action Plan is that requirements are sector-specific. The
transport sector, for instance, must lower its emissions by 40 to 42% (compared to 1990) by
2030. In numerical terms, this means that the entire sector will only be allowed to emit 95 to 98 mil-
lion tonnes of CO2 equivalents per annum.
Similar to the Paris Agreement, the Climate Action Plan is also conceived as a process that involves
regular evaluations and continued revisions of the mitigation targets. What has so far been missing is
a catalogue of concrete measures, which will be worked out and submitted by 2018.

3.4         Reconciling the national mitigation targets with the temperature target
CO2 is a long-lived greenhouse gas that has long-term effects. To achieve net zero emissions, aggre-
gated CO2 emissions from today to the target horizon must be significantly reduced [IPCC,
2014a]. The size of the global carbon budget depends on two factors – parameters related to the tar-
get temperature, i.e. the target figure and the likelihood to achieve the goal on the one hand, and the
development and use of technology and methods that can stop excess greenhouse gases from being

2   http://ec.europa.eu/clima/policies/effort/proposal_en (last accessed on 24/04/2017)
                                                                                                      11
UBA TEXTE Climate Change Mitigation in Transport until 2050

released into the atmosphere or extract them. These include the use of bioenergy in connection with
carbon capture and storage. 3
In contrast to earlier climate conferences, the Paris Agreement sets ambitious climate standards, but
does not impose actual reduction obligations for individual countries. It is left to the partners of the
agreement to set their NDCs and thus decide what contribution to emission mitigation they are will-
ing to make or regard as adequate.
However, the question will remain relevant – how to evaluate individual NDCs in their scope and ef-
fectiveness. This paper uses the budget approach suggested by the German Advisory Council on
Global Change (German abbr. WBGU). Although at the climate conference in Paris the budget ap-
proach did not play a part, it is considered to be a useful tool for distributing global emission shares
to nation states.

    The WBGU budget approach
    How can global greenhouse gas emissions be measured, controlled and monitored over a long pe-
    riod? How are permissible emissions distributed among nation states? The German Advisory Coun-
    cil on Global Change (WBGU) suggested a budget approach in 2009. It is based on the idea that the
    maximum permitted amount of climate gases will be evenly distributed per capita of the world pop-
    ulation. This results in national emission budgets that countries can manage autonomously (e.g.
    timetable flexibility or trading with emission certificates). The budget approach explicitly refers to
    long-lived greenhouse gases such as CO2, N2O and fluorinated greenhouse gases because they
    have a cumulative effect on the climate. Other substances that damage the climate, but are more
    rapidly degradable, such as methane, soot, nitrous oxide and steam should be considered sepa-
    rately.

    The following parameters must be set to determine the budget:
       ► the global budget of still permissible emissions
       ► the demographic reference year for which the national share of permissible emissions is
            calculated (for instance, for Germany the middle of 2015, with 1.1% of the world popula-
            tion
       ► the start year that must be before the reference year. By setting the start year, climate gases
            emitted in the past can be taken into account.
       ► the maximum number of certificates a country can acquire. Because the overall goal of net
            zero emissions, there is only a limited number of certificates available.

Calculating the national budget on this basis, Germany would be allowed to emit between 3.9
and 12.2bn tonnes of CO2 for the entire period between 2010 and 2050. The large bandwidth is
the result of different assumptions (see Table 1). These calculations do not take into account large-
scale use of technology for capturing and storing greenhouse gases.

3   Extracting greenhouse gases from the atmosphere is required in many scenarios for achieving the temperature goals and
       particularly in those scenarios that want to limit global warming to 1.5°C. (see [Rogelj, et al., 2015], [IPCC, 2014b], [Cli-
       mate Analytics, 2015], [UBA, 2014d]). However, a strategy that relies on the availability of large-scale technology to
       achieve negative emissions is a high-risk strategy (see [Germanwatch, 2016], [UBA, 2014d], [UBA, 2013b]).

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UBA TEXTE Climate Change Mitigation in Transport until 2050

Table 1:               Emission budgets for Germany 2010-2050, based on the WBGU budget approach
                       and the global budget

     Use of emissions trading                             0% Sales of certificates   75% Purchase of certificates
                                                                                     (in analogy to assumption in
                                                                                     [WBGU, 2009])
     Maximum warming of 1.5°C, 50%                               3.9bn t CO2                  6.8bn t CO2
     probability of achievement
     Maximum warming of 2°C, 66% proba-                          7.0bn t CO2                 12.2bn t CO2
     bility of achievement
Source: [Rogelj, et al., 2015]

By comparison, in 2016, Germany emitted 796bn tonnes of CO2 4. Using the upper limit of permissible
12.2bn t CO2 within 40 years, we calculate average annual emissions of 307bn t CO2, which is 39% of
current emissions. How ambitious it is to remain within the emission budget calculated using the
WBGU approach is also illustrated in Figure 2. The budget is compared with Germany’s cumulative
emissions under the assumption that the targets of the Climate Action Plan 2050 will be met. The
emissions are calculated under the assumption that the mid- to long-term mitigation targets of the
Climate Action Plan 2050 will be met. The cumulative emissions are then compared with a budget
that has been expanded by 75% through the purchase of certificates under the assumption that the
global temperature rises by 2°C.

4   https://www.umweltbundesamt.de/themen/klima-energie/treibhausgas-emissionen (last accessed on
      24/04/2017)

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Figure 2:              Comparison of accumulated CO2 emissions with the WBGU emissions budget under
                       the assumption that the Climate Action Plan 2050 targets will be met.

Source: own calculations

In spite of the above assumption for the emissions budget, the CO2 emissions exceed the budget by
77%. In other words: If the objectives and statements of the Paris Agreement are to be taken se-
riously, Germany must contribute significantly more to climate protection. Against this back-
ground, the suggested ratchet mechanism with regular tightening of national mitigation commit-
ments is becoming ever more important for German and European climate policy.
It becomes clear that climate protection has become a matter of urgency that can no longer be post-
poned. If emissions are to be reduced significantly and effectively by 2050, policy makers and indus-
try must focus more on mid-term goals. Existing goals for 2030 and 2040 must be ratcheted up
considerably if Germany is to make a meaningful contribution to climate protection. Emissions
should be reduced by 95% by 2050. This is an ambitious goal. Since some sectors of the economy are
unable to avoid a proportion of their greenhouse gas emissions, other sectors – including transport –
must become greenhouse gas-neutral by 2050 and reduce their emissions to zero (see box Residual
emissions).

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UBA TEXTE Climate Change Mitigation in Transport until 2050

 Residual emissions
 Agriculture and some industrial sectors cannot reduce their emissions to zero because there is no
 technology available that would be economically viable and proportional to the benefit. Thus, in
 agriculture, methane and laughing gas will continue to be emitted. The study Germany in 2050 – a
 greenhouse gas-neutral country [UBA, 2014a] states that – not including the transport sector –
 such unavoidable emissions amount to an annual 60 million tonnes of CO2- equivalents. This is
 roughly equivalent to 5% of GHG emissions of 1990. Therefore, if emissions were to be reduced by
 95%, all other emissions would have to decrease to near zero.
 Other difficult-to-avoid emissions in the transport sector include aviation emissions, which are not
 directly fuel-related, but nonetheless climate-relevant. They include nitrous oxides and steam.
 Their effect on the climate will persist as long as aircraft use hydrocarbon-based fuel. This addi-
 tional climate effect from Germany’s aviation was 29 million tonnes of CO2-equivalents, trending
 upwards in recent years.

4       A roadmap towards greenhouse gas-neutral transport
The UBA-study Klimaschutzbeitrag des Verkehrs bis 2050 sets out an ambitious, but realistic roadmap
that would make transport in Germany almost greenhouse gas-neutral. The study pictures three sce-
narios that reflect different technological and traffic control developments, determining their effects
on emissions and energy consumption (results see Table 2):
    ►    The Reference Scenario is a continuation of current policies, focusing on efficiency-enhanc-
         ing measures and the use of electromobility in cars and light commercial vehicles.
    ►    The climate protection scenario introduces additional measures for transport avoid-
         ance and modal shift. This transformation of the transport sector (German Verkehrswende) is
         complemented by an energy transformation in the transport sector, i.e. complete switch to
         electromobility using renewable electricity and electricity-based power-to-liquid and power-
         to-gas fuels. Biofuels, however, will no longer be relevant in 2050.
    ►    The E+ scenario is similar to the climate protection scenario, but introduces more energy-effi-
         cient hybrid trolley trucks alongside HGVs using PtL/PtG fuels. In addition, the proportion of
         electromobility and light commercial vehicles is higher.

A comparison of the three scenarios shows that ecological transport policy must be able to change
direction at short notice and even E+, the most ambitious scenario to date, is no guarantee that all
targets will be met. Climate protection in the transport sector poses new challenges for stakeholders,
for instance by creating an increasing demand for renewable electricity.

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UBA TEXTE Climate Change Mitigation in Transport until 2050

Table 2:               Summary of the most important results on GHG emission and final energy con-
                       sumption in the transport’s contribution to climate protection 2050 scenarios

                                                              Reference   Climate Pro-   Climate Protec-
                                                                          tection        tion E+
   Direct greenhouse gas emissions in 2050
   (million t CO2-equivalents)
   - national transport                                           86.4        1.1               0.9
   (land transport following the territorial prin-
   ciple, aviation between German airports)
   - total transport                                             130.9        1.4               1.3
   (incl. international aviation and fuel storage
   for marine transport)
   Changes in greenhouse gas emissions from
   1990 to 2050
   - national transport                                          -42%        -99%              -99%
   - total transport                                             -22%        -99%              -99%
   Cumulative direct CO2 emissions
   2010 to 2050 (billion t CO2)
   - national transport                                           5.1         3.7               3.6
   - total transport                                              6.8         4.8               4.7
   Changes in final energy consumption
   2005 to 2050
   absolute
   - national transport                                          -852PJ     -1,243 PJ        -1,311PJ
   - total transport                                             -656PJ     -1,094PJ         -1,162PJ
   relative
   - national transport                                          -36%        -53%              -55%
   - total transport                                             -24%        -40%              -42%
   Renewable electricity demand in transport in
   2050 (PJ)
   direct use
   - national transport                                           216         179              284
   - total transport                                              216         179              284
   via electricity-derived fuel
   - national transport                                           54         2,654            2,202
   - total transport                                              54         4,201            3,749
   Total
   - national transport                                           270        2,833            2,486
   - total transport                                              270        4,380            4,033
Source: [UBA, 2016a]

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UBA TEXTE Climate Change Mitigation in Transport until 2050

4.1          The greenhouse gas effect of the transport scenarios
The UBA-study Klimaschutzbeitrag des Verkehrs bis 2050 comes to the conclusion that an almost
greenhouse gas-neutral national transport system would be feasible after 2050. However, what
matters for the contribution the transport sector can make is the speed of development and ambitious
intermediary targets by 2030. The German government’s Climate Action Plan 2050 calls for an an-
nual reduction of 95 to 98 million tonnes of CO2 maximum by 2030. A closer look at the three scenar-
ios reveals that 5:
       ►   The Reference Scenario misses the 2030 target corridor of the German government’s Climate
           Action Plan by a wide margin.
       ►   The climate protection scenario misses the 2030 target corridor of the Climate Action Plan by
           5 to 8 million t CO2-equivalents.
       ►   In spite of ambitious electrification, the climate protection scenario E+ still misses the 2030
           target of the Climate Action Plan by 2 to 5 million t CO2-equivalents

Figure 3:               Target values for national transport and the trajectory of direct THG-emissions in
                        the UBA-scenarios (national transport) from 2010 to 2050

Source: own calculations, based on [UBA, 2016a]

The results are even more striking if compared against the emission budgets based on WBGU. As the
entire budget of globally still permissible emissions has been distributed over national emission

5   Due to different definitions of transport in the Climate Action Plan 2050 and in the UBA-study Klimaschutzbeitrag des
      Verkehrs bis 2050, results are not entirely comparable.

                                                                                                                            17
UBA TEXTE Climate Change Mitigation in Transport until 2050

budgets, proportional emissions from international transport must be added to national emissions. In
this study, emissions from international transport are attributed via outgoing flights in aviation and
the amount of fuel supplied by German sea ports for marine transport. If international transport is in-
cluded in the evaluation, the results are even stronger.
    ►        In the Reference Scenario, cumulative CO2 emissions from all transport will reach 6.8bn
             tonnes, which is 56% of the overall permissible national budget for all sectors (and a temper-
             ature target of 2°C and 75% redeemed by certificate purchases).
    ►        Climate Protection Scenario E+ will undercut the Reference Scenario by 2.1bn tonnes of CO2
             by 2050. However, this still leaves the transport sector spending almost 40% of the overall
             available budget. Of overall emissions to be spent between 2010 and 2050, 75% will have
             been emitted by 2030.

Figure 4:         Side-by-side representation of the available national emission budgets for 2°C and
                  1.5°C temperature rises and calculated transport emissions for the 2010 to 2050
                  period.
                              Cumulative CO2 emissions between 2010 and 2050 (million tonnes)
             14,000
                            Available budget in all sectors                          Emissions Transport
             12,000

             10,000

              8,000

              6,000

              4,000
     -

         2

              2,000

                  0
                                2°C                           1.5°C           Reference               Climate E+
                        National budget                                     National transport
                        75% budget expansion through certificate purchase   International transport

Source: own calculations
We can clearly see that the CO2 emissions of the first two decades are the most significant.
Greenhouse gas emissions in transport must therefore be cut before 2030 to have an effect on the
overall budget. The ambitious Climate Protection Scenario E+ is the best available roadmap for
achieving the transport target laid out in the Climate Action Plan 2050. The key to success lies in a
major decrease in final energy consumption in the transport sector and a switch to electromobility.
Where direct use of electricity is not possible, power-based fuels should be used in the long term.

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UBA TEXTE Climate Change Mitigation in Transport until 2050

4.2        Energy consumption in the transport scenarios
The transformation of the energy supply in transport and the transformation of the transport sectors
are closely linked. Both are ambitious long-term approaches that must be underpinned by concrete
steps. There is also an obvious connection: The more energy is used by the transport sector, the
more expensive the transformation of the energy sector will become. One cannot be pursued
without the other [UBA, 2016a]. In its Energy Concept, the German government set the target of re-
ducing final energy consumption by 10% by 2020 and by 40% by 2050 compared to 2005 [Bun-
desregierung, 2010].
In the scenarios of the UBA-study Klimaschutzbeitrag des Verkehrs bis 2050, mitigation will be
achieved by a reduction of final energy consumption through enhanced efficiency, shifting transport
from roads to ecomobility, rail or ships, better exploitation of capacities and comprehensive electro-
mobility. Alongside a reduction in final energy consumption, switching to electromobility and the
use of power-based fuels are decisive tools to achieve long-term greenhouse gas neutrality in the
transport sector (see box ‘Where next for biofuels?’).

 Where next for biofuels?
 Scientists, policy makers and society have come to see biofuels in a very critical light. In coming
 decades, the legal framework must be reformed, not least because current EU Directives
 (2009/28/EC and 98/70/EC) will expire by 2020. The EU Commission has the political will to termi-
 nate the scheme for generating biofuels from biomass crops (1st-generation biofuel crops). The
 schedule has not yet been decided upon. Biofuels of the 2nd and 3rd generation will become more
 important in the future. These include biodiesel from plant residues, ethanol from lignocellulose or
 synthetic fuels produced using the Fischer-Tropsch method.
 Biofuels of the 2nd and 3rd generation can help to reduce emissions by 2030. However, their contri-
 bution will only be small, as there is only a limited quantity of advanced biofuels and the raw mate-
 rials required for their production. Incentives in the EU Directive on petrol and diesel quality are
 not sufficient to encourage further investment and development.

Power-based fuels are chemical energy vectors generated with the help of electricity. Any primary en-
ergy source, whether renewable or not, can be used for power generation, and, depending on the mix
of these sources, the fuels can be climate-effective or not. They can only be climate-compatible if pro-
duced using exclusively renewable electricity.
The use of climate-neutral, power-based fuel requires two and a half to eight times the amount of
electricity per vehicle-kilometre, compared to direct electricity use in electric vehicles, for instance. In
aviation, however, as well as in marine transport and other areas, liquid or gaseous fuels cannot be
replaced by battery storage in the foreseeable future because of their energy density. There is no al-
ternative to power-based fuels in achieving greenhouse gas-neutral transport, leading to two
main challenges: The required quantity of renewable electricity must be made available and produc-
tion facilities for power-based fuels must be built.
The domestic potential for the generation of solar, wind and water power is limited and cannot meet
the demand for fuel production. This is a matter of social acceptability as well as the economic viabil-
ity of production sites. In the future, power-based liquid fuels could be produced more cost-effec-
tively in other countries and imported into Germany. High sustainability standards must be set, for
instance within an international framework of regulations that guarantees that power-based fuels are
produced from 100% renewable energy and are ecologically sustainable and socially compatible.
The Climate Protection Scenario suggests that in 2050, demand for renewable electricity for the en-
tire transport sector will be around 4,400 PJ (1,220 TWh), of which 1,550 PJ (430 TWh) will be for

                                                                                                         19
UBA TEXTE Climate Change Mitigation in Transport until 2050

international transport. The E+ scenario with its advanced electrification further reduces demand for
renewable electricity by 8% by 2050, compared to the Climate Protection Scenario (see Figure 5).
Nevertheless, the transport transition is associated with huge challenges for the electricity sector, as
demand from the transport sector will significantly increase Germany’s demand for electricity and
require major investment.

Figure 5:              Development of final energy consumption and electricity demand for the entire
                       transport sector in the Climate Protection and Climate Protection Scenarios E+

           5,000
           4,500                                                               Final energy consumption
           4,000                                                               Climate Protection Scenario
           3.500
           3,000                                                               Final energy consumption
                                                                               Climate Protection Scenario E+
  PJ       2,500
           2,000                                                               Electricity demand Climate
                                                                               Protection Scenario E+
           1,500
           1,000                                                               Electricity demand Climate
            500                                                                Protection Scenario

              0
                      2005        2010        2020        2030   2040   2050

Source: [UBA, 2016a]

With regard to the Climate Action Plan targets for 2030, results for national transport reveal the
following:
       ►   In the Climate Protection Scenario E+, greenhouse gas emissions of the transport sector will
           fall to 100 million tonnes by 2030 – supposing that by then, six million electric cars and light
           commercial vehicles are part of the fleet and an additional 10% of fuels are power-derived.
       ►   A 10% proportion of power-based fuels by 2030 reduces greenhouse gas emissions from na-
           tional transport by approximately 11 million tonnes, but also increases demand for renewa-
           ble electricity by 400 PJ, which is hardly achievable by 2030 from today’s perspective [UBA,
           2016b]. Alternative strategies are called for.
       ►   In order to achieve the same reduction in greenhouse gas emissions, the electric vehicle fleet
           would have to be doubled from 6 to 12 million vehicles by 2030. This would also reduce de-
           mand for renewable electricity significantly by approximately 50 PJ.

It becomes clear that the mitigation targets of the Climate Action Plan require enormous efforts before
2030. As power-based fuels from renewable electricity will not be available in the quantities re-
quired, alternative strategies must be pursued. One promising strategy would be to encourage the
electrification of the vehicle fleet with the aim of doubling the fleet from 6 to 12 million by 2030.

4.3         Transport and energy transition go hand in hand
The ambitious Climate Protection Scenario E+ provides a good template for more climate protection
in the transport sector for the period until 2050. However, in view of the current targets, strategies
must be revised to achieve a significant reduction of greenhouse gas emissions before 2030.

                                                                                                                20
UBA TEXTE Climate Change Mitigation in Transport until 2050

As has been demonstrated, GHG emissions from national transport can be reduced to 95 to 98 million
tonnes by 2030, as the German government’s Climate Action Plan stipulates if the following condi-
tions are fulfilled:
       ►    immediate measures are taken to shift and avoid traffic, which could reduce final energy con-
            sumption and greenhouse gas emissions by 15% compared to the Reference Scenario (cf.
            [UBA, 2016a], p. 162 et seq.),
       ►    at least 12 million electric cars and light commercial vehicles are part of the fleet by 2030 and
       ►    all measures suggested in the scenario to enhance energy efficiency are implemented.

Even these goals can only be achieved if efforts exceed existing planning considerably. And yet the
targets set out in the German Climate Action Plan 2050 are just first steps towards effective climate
protection. More substantial efforts are needed if the global temperature goal of well below 2°C
– as stated in the Paris Agreement – is to be achieved. In order to remain within the emissions
budget, it will be necessary to take additional steps, while also implementing already planned
measures more rapidly and vigorously. Possible options for action are suggested in Chapter 5.

5          Options for action to mitigate transport emissions
The previous chapters showed that the temperature goal of the Paris Agreement requires a more rapid
and drastic reduction of greenhouse gas emissions in Germany. This applies to all sectors, including
the transport sector. All major transport policy decisions for the upcoming years must therefore be
scrutinised for compatibility with the permissible emissions budget.
The most important action options for the reduction of GHG and final energy consumption in the
coming years are6:
       ►    further development of efficiency regulation in new vehicles,
       ►    encouraging electromobility on the roads,
       ►    further development of a sustainable infrastructure to enable shifting of transport to climate-
            friendly modes of transport and
       ►    phasing out of environmentally damaging subsidies and
       ►    introducing a distance-based road charge for all road vehicles.

These instruments are already part of the UBA-study Klimaschutzbeitrag des Verkehrs bis 2050 7. In
order to achieve the targets of the Climate Action Plan 2050 and the Paris Agreement requirements,
these instruments must be implemented sooner and with more intensity. We will show in the follow-
ing which parameters and instruments are suitable for ambitious climate protection within Germany
(and the EU).

5.1          More efficiency for road vehicles
Enhancing energy efficiency in road vehicles reduces greenhouse gas emissions and energy con-
sumption. Efficiency enhancement is very important in vehicles with internal combustion engines, as
these will remain the dominant energy users in the transport sector in the short- to mid-term (at least
until 2030). In the long term, vehicles with alternative engines will benefit from ambitious efficiency

6   Developing the infrastructure for power-derived fuels is a matter for the energy sector and will not be discussed here.
7   The scenarios in Klimaschutzbeitrag des Verkehrs 2050 are not quantified using the effectiveness of measures, but rather the
      potential of certain technologies or best-practice implementations. In a second step, possible measures to exploit these
      potentials are shown, but no concrete steps for implementation, timeline and intensity of the measures are fed back into
      the scenario.

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UBA TEXTE Climate Change Mitigation in Transport until 2050

management because many measures that increase efficiency work for any engine type. The main
body that will shape the regulatory framework for the energy efficiency of new vehicles is the Euro-
pean Union (EU).
5.1.1          Cars and light commercial vehicles
The mandatory EU fleet target values for cars and light commercial vehicles are a crucial instrument
for efficiency regulation. A target value of 130 g CO2/km for new cars came into force in 2015. From
2020, a new target value of 95 g CO2/km will be introduced that will be valid for all new registrations
from 2021. Battery-only electric vehicles are allocated 0 g CO2/km and (until 2022) multiple
weighted [EU, 2014]. The target value for light commercial vehicles is 175 g CO2/km from 2017 and
147 g CO2/km from 2020.
At the moment, the fleet target values are there to help to reduce CO2 emissions from vehicles with
internal combustion engines. However, their practical effectiveness is limited, as the requirements
refer to CO2 emissions measured during the type approval procedure. Real consumption and actual
emissions on the road are on average much higher than in the test setting. In 2015, the discrep-
ancy between standard fuel consumption (measured using the current New European Driving Cycle
(NEDC) test system) and real consumption was about 42% [ICCT, 2016a]. We can therefore con-
clude that CO2 emissions from new cars were not reduced at all and regulatory efforts to en-
hance efficiency were largely ineffective.
From September 2017 at the latest, new models are tested with the more realistic WLTP (Worldwide
Harmonized Light Duty Test Procedure). To comply with the CO2 fleet target values the new values
must still converted into NEDC values, and only from 2020 will fleet target values be exclusively de-
termined using WTLP. Until then, a conversion factor must be decided upon. 8 In its analytic report on
the EU’s policy options, the ICCT (International Council on Clean Transportation) [ICCT, 2016b] uses
a conversion factor of 1.15, resulting in a target value of 109 g CO2/km for 2021. As the new test cy-
cle reduces the gap between virtual and real energy consumption, but does not close it, the ICCT pro-
jection gives 134g CO2/km as actual emissions [ICCT, 2016b]. This may be above the 2015 threshold,
but according to ICCT, this is the best-case scenario for what can be achieved by 2021.
As a result of recent experience, highly ambitious fleet target values should be set on the basis of
realistic test cycles. Switching to the WLTP cycle is a first step. In addition, the maximum discrep-
ancy between test stand and road emission results must be defined. In the long term, tests must be
developed further and markets monitored to ensure that regulated emissions correspond to
real emissions on the road.
Within the current regulation framework, including electric vehicles in the fleet target value calcula-
tions leaves leeway for cars with higher emissions from internal combustion engine. This is an incen-
tive for manufacturers to include as many electric vehicles as possible in their fleet. At this stage
where the market is just beginning to take off, this is a politically desired effect. However, registration
figures reveal that the incentive has so far had very little effect. It is also true that rising numbers of
electric vehicles will soften efficiency regulations for vehicles with internal combustion engines. The
ICCT suggests therefore to speed up the current slow efficiency development by introducing car target
values of 78 g CO2/km by 2025 and 48 g CO2/km by 2030 [ICCT, 2016b] within the WLTP system.
If the Climate Action Plan 2050 target is to be reached without the large-scale use of power-based
fuels, more than half of new car registrations must be electric vehicles by 2030. The suggested target

8   https://www.vda.de/de/themen/umwelt-und-klima/abgasemissionen/wltp-weltweit-harmonisierter-
       zyklus-fuer-leichte-fahrzeuge.html (last accessed on 19/04/17).
                                                                                                        22
UBA TEXTE Climate Change Mitigation in Transport until 2050

values would have to be made much more stringent to have an effect on combustion vehicles. Vehi-
cles with combustion engines could be far more economical than they are today. The potential for re-
ducing specific energy consumption in conventional vehicles, including hybrids, is close to 50%
[JEC, 2013]. Ambitious CO2 target values must therefore separate regulations for electrification
from those for efficiency enhancement to fully exploit the available potential.
Tightening up standards only makes sense if there is sufficient notice given for manufacturers to de-
velop and adapt engines and vehicles (e.g. a model generation period of seven years). Such an ambi-
tious regulation framework must therefore be defined immediately for 2025. A further tightening of
regulations for 2030 should follow within five years.
Energy efficiency regulations – i.e. electricity consumption in electric vehicles – will be required once
electric and hydrogen-powered vehicles have reached a significant market share. In the midterm, this
would create a foundation for efficiency increases in alternative drive systems (e.g. see UBA-study
Konzept zur zukünftigen Beurteilung der Effizienz von Kraftfahrzeugen (Concept for the future evalua-
tion of efficiency in cars) [Jöhrens/Helms, 2013]).
5.1.2          Heavy goods vehicles (HGVs)
The technical potential for reducing the greenhouse gas emissions of HGVs is currently not nearly
fully exploited. Many technologies for increasing efficiency have hardly been used so far, although
they are available on the market and offer comparatively cost-effective mitigation options [ifeu/TU
Graz, 2015].
At the heart of measures to reduce GHG emissions in heavy goods traffic is the introduction of
EU-wide, legally binding standards for efficiency or CO2 emissions. Such legislation already ex-
ists in countries such as the USA, China, Japan and Canada, while the EU only took first steps in the
summer of 2016. Many unanswered questions remain about the practicalities of the regulation.
Within the context of the current debate, encouraging alternative drive systems in the heavy goods
sector is hardly on the agenda.
The introduction of CO2 monitoring is now being planned at EU level, which could become the basis
for the introduction of CO2 target values. As HGVs consist of modular units, monitoring uses a combi-
nation of tests of consumption-relevant components and HGV simulation. Monitoring is expected to
start in 2018 [Savvidis, 2015], while first CO2 target values could be in force by 2020 at the earliest.
The following unanswered questions should be clarified:
     ►  what kind of regulation should be used, e.g. regulatory parameters and reference values,
        fleet average values or maximum limit values,
    ► how high should the limit values be set,
    ► how vehicles and their uses should be classified,
    ► how vehicle components should be assessed (e.g. semi-trailers, trailers and truck bodies,
        auxiliary units, tyres) and
    ► how alternative drive systems should be handled.
These questions are discussed in more detail within the UBA project Entwicklung und Bewertung von
Maßnahmen zur Verminderung von CO2 emissionen von schweren Nutzfahrzeugen (Development and
evaluation of measures to reduce CO2 emissions in HGVs). The objective is to find a compromise that
accommodates ambitious limit values, wide acceptability and low-admin and low-cost solutions.
The regulation may use final energy consumption or CO2 emissions as monitoring parameter.
Transport performance is recommended as reference value. Assumptions for typical loads for differ-
ent vehicle classes must be agreed upon. In analogy to the suggestion for cars and light commercial
vehicles, electrification and efficiency enhancement should be regulated separately. Setting a CO2

                                                                                                       23
UBA TEXTE Climate Change Mitigation in Transport until 2050

fleet target value for HGVs with internal combustion engines or similar energy efficiency require-
ments could increase efficiency by 30% by 2030 (compared to new vehicles in 2015) [UBA, 2016c].

5.2        Encouraging electromobility
Direct use of electricity has major efficiency benefits and is therefore the preferred technology option.
This would apply in particular to cars and light commercial vehicles, which were responsible for over
70% of direct CO2 emissions in road traffic. Technical hurdles are higher for HGVs, but electrification
is the way forward here, too.
5.2.1          Cars and light commercial vehicles
The share of electrical vehicles in the fleet is still low, and to reach the transport target set in the Cli-
mate Action Plan 2050 without large-scale use of power-based fuels, this share must be raised to 12
million electric vehicles by 2030. Current instruments for encouraging electromobility have so
far not been effective enough. In order to speed up market take-up, a quota could be intro-
duced as an additional instrument.
The basic idea is to set a fixed minimum share of newly registered cars every year, which must be CO2
emission-free cars or externally chargeable hybrids (plug-in hybrids and electric vehicles with range
extenders). The quota applies to all manufacturers. To achieve a share of 12 million electrical vehi-
cles, the minimum shares of new registrations should be set as shown in.

Table 3:               New registration quotas for electrical vehicles that would achieve a fleet enlarge-
                       ment to 12 million electrical vehicles by 2030

                                                              2020           2025                2030
 Minimum share electrical vehicles                            3%             30%                 70%
Source: own calculations

Manufacturers who do not meet the electric vehicle quota must pay a penalty. Flexibility could be
added to the quota by introducing a system of tradeable certificates that could be exchanged between
manufacturers. Such a system is used in California. Exemptions could be introduced for small manu-
facturers, similar to EU fleet target values.
An electric vehicle quota would have several advantages. If penalties are high enough, it would be
highly probable that millions of electric vehicles would become part of the fleet in foreseeable future.
However, it must be ensured that the low-emission vehicles will become part of the German fleet and
not, for instance, sold on abroad under a traders’ license. This could – as far as legally possible – be
prevented by introducing a minimum registration period for newly acquired electrical vehicles. Gen-
erally, the quota is revenue-neutral for the state sector. It can also be combined with the existing sub-
sidy for the purchase of electric cars to lighten the cost burden caused by the quota for manufacturers
and buyers.
The implementation must ensure that despite the electric vehicle quota, efficiency requirements for
combustion vehicles are not weakened.
5.2.2          Heavy goods vehicles
The electrification of the fast-growing road freight transport sector is not easy. Batteries for large
HGVs would be too large and expensive, so electrification would only be possible using hybrid trolley
trucks or other line systems. Hybrid trolley trucks are economical and efficient, but require an exten-
sive national or, ideally, international overhead line infrastructure to operate [UBA, 2015b]. Further

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